| 2010 | Semi-Supervised Anomaly Detection for EEG Waveforms Using Deep Belief Nets. | Drausin Wulsin, Justin A. Blanco, Ram Mani, Brian Litt |
| 2010 | Plant Species Classification Using a 3D LIDAR Sensor and Machine Learning. | Ulrich Weiss, Peter Biber, Stefan Laible, Karsten Bohlmann, Andreas Zell |
| 2010 | Discovering and Counting Biomedical Verbs. | Sonjia Waxmonsky, John Goldsmith, Andrey Rzhetsky |
| 2010 | A Classification Approach for Risk Prognosis of Patients on Mechanical Ventricular Assistance. | Yajuan Wang, Carolyn Penstein Ros, Antonio Ferreira, Dennis M. McNamara, Robert L. Kormos, James F. Antaki |
| 2010 | A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction. | Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2010 | Computational Analysis of Muscular Dystrophy Sub-types Using a Novel Integrative Scheme. | Chen Wang, Sook Shin Ha, Yue Joseph Wang, Jianhua Xuan, Eric P. Hoffman |
| 2010 | The Upper and Lower Bounds of the Prediction Accuracies of Ensemble Methods for Binary Classification. | Xueyi Wang, Nicholas J. Davidson |
| 2010 | Predicting End-to-end Network Load. | Akshay Vashist, Siun-Chuon Mau, Alexander Poylisher, Ritu Chadha, Abhrajit Ghosh |
| 2010 | Domain Adaptation in Sentiment Classification. | Diego Uribe |
| 2010 | A Relative Tendency Based Stock Market Prediction System. | Man Chon U, Khaled Rasheed |
| 2010 | On the Scalability of Supervised Learners in Metagenomics. | Man Chon U, Vasim Mahamuda, Khaled Rasheed |
| 2010 | Public Goods Game Simulator with Reinforcement Learning Agents. | Man Chon U, Zhen Li |
| 2010 | Decentralized and Partially Decentralized Reinforcement Learning for Distributed Combinatorial Optimization Problems. | Omkar J. Tilak, Snehasis Mukhopadhyay |
| 2010 | On-Line Adaptation of Exploration in the One-Armed Bandit with Covariates Problem. | Adam M. Sykulski, Niall M. Adams, Nicholas R. Jennings |
| 2010 | Speaker Clustering Using Trails in Feature Space. | Ondrej Skora |
| 2010 | Parallel Projections for Manifold Learning. | Harry Strange, Reyer Zwiggelaar |
| 2010 | On-line, Incremental Learning for Real-Time Vision Based Movement Recognition. | Anuraag Sridhar, Arcot Sowmya, Paul Compton |
| 2010 | Combining Rule Induction and Reinforcement Learning: An Agent-based Vehicle Routing. | Bartlomiej Sniezynski, Wojciech Wjcik, Jan D. Gehrke, Janusz Wojtusiak |
| 2010 | Parallel Training of a Back-Propagation Neural Network Using CUDA. | Xavier Sierra-Canto, Francisco Alejandro Madera-Ramrez, Vctor Uc Cetina |
| 2010 | A Study of Smoothing Algorithms for Item Categorization on e-Commerce Sites. | Dan Shen, Jean-David Ruvini, Rajyashree Mukherjee, Neel Sundaresan |
| 2010 | Variable Selection: A Statistical Dependence Perspective. | Sohan Seth, Jos C. Prncipe |
| 2010 | Multimodal Parameter-exploring Policy Gradients. | Frank Sehnke, Alex Graves, Christian Osendorfer, Jrgen Schmidhuber |
| 2010 | Prediction of Time-Varying Musical Mood Distributions Using Kalman Filtering. | Erik M. Schmidt, Youngmoo E. Kim |
| 2010 | Evolutionary Algorithm Using Random Multi-point Crossover Operator for Learning Bayesian Network Structures. | Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Nelson F. F. Ebecken |
| 2010 | Multi-view Clustering of Visual Words Using Canonical Correlation Analysis for Human Action Recognition. | Behrouz Saghafi, Deepu Rajan |